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Model-routing guidance across the rules, skills, and harness-steering docs still recommends Sonnet 4.6 / Opus 4.5-4.6 by name. Readers on the current generation have to map those onto Sonnet 5 / Opus 5 themselves, and the recommendation reads as pinned to a superseded generation. Renames the recommended models in guidance tables and updates two pinned model IDs in code samples: - rules/steering guidance: .cursor, .kiro, and the seven translated performance.md copies (ja-JP, zh-CN, zh-TW, ko-KR, pt-BR, es, tr) - skills/prompt-optimizer complexity-routing table (+ zh-CN copy) - skills/cost-aware-llm-pipeline MODEL_SONNET constant (+ zh-CN, ja-JP) - docs/examples project-guidelines template, which pinned the invalid ID claude-sonnet-4-5-20250514 (+ zh-TW, ja-JP copies) Deliberately left alone: - The "Pricing Reference (2025-2026)" table in cost-aware-llm-pipeline. Renaming those rows while keeping the existing per-token figures would assert Claude 5 pricing this change has not verified. - Executable model config (.opencode/opencode.json, agent.yaml). Those pins change real agent behavior and belong in their own reviewed change. - Historical and illustrative references: the-shortform-guide session transcripts, the ECC-PRO roadmap log entry, gan-style-harness's "Opus 4.5-class"/"Opus 4.6-class" capability tiers, and strategic-compact's deliberately generic "400k Opus 4.x" example. - docs/ATLAS-CLOUD-GUIDE.md, which lists a third-party provider's catalog. Documentation wording only; no behavioral change. Co-authored-by: Phumchai Tanonsi <274848436+phumchai1515-prog@users.noreply.github.com>
48 lines
1.0 KiB
Markdown
48 lines
1.0 KiB
Markdown
# 效能優化
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## 模型選擇策略
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**Haiku 4.5**(Sonnet 90% 能力,3 倍成本節省):
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- 頻繁呼叫的輕量 agents
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- 配對程式設計和程式碼產生
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- 多 agent 系統中的 worker agents
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**Sonnet 5**(最佳程式碼模型):
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- 主要開發工作
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- 協調多 agent 工作流程
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- 複雜程式碼任務
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**Opus 5**(最深度推理):
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- 複雜架構決策
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- 最大推理需求
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- 研究和分析任務
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## 上下文視窗管理
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避免在上下文視窗的最後 20% 進行:
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- 大規模重構
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- 跨多個檔案的功能實作
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- 除錯複雜互動
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較低上下文敏感度任務:
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- 單檔案編輯
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- 獨立工具建立
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- 文件更新
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- 簡單 Bug 修復
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## Ultrathink + Plan 模式
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對於需要深度推理的複雜任務:
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1. 使用 `ultrathink` 增強思考
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2. 啟用 **Plan 模式** 以結構化方法
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3. 用多輪批評「預熱引擎」
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4. 使用分角色子 agents 進行多元分析
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## 建置疑難排解
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如果建置失敗:
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1. 使用 **build-error-resolver** Agent
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2. 分析錯誤訊息
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3. 增量修復
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4. 每次修復後驗證
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